专利名称：Ensembles of neural networks with different
input sets
发明人：Dingding Chen,John A. Quirein,Harry D.
Smith, Jr.,Syed Hamid,Jeffery L. Grable
申请号：US11165892申请日：20050624公开号：US07613665B2公开日：20091103
专利附图：
摘要：Methods of creating and using robust neural network ensembles are disclosed.Some embodiments take the form of computer-based methods that comprise receiving a
set of available inputs; receiving training data; training at least one neural network foreach of at least two different subsets of the set of available inputs; and providing at leasttwo trained neural networks having different subsets of the available inputs as
components of a neural network ensemble configured to transform the available inputsinto at least one output. The neural network ensemble may be applied as a log synthesismethod that comprises: receiving a set of downhole logs; applying a first subset ofdownhole logs to a first neural network to obtain an estimated log; applying a second,different subset of the downhole logs to a second neural network to obtain an estimatedlog; and combining the estimated logs to obtain a synthetic log.
申请人：Dingding Chen,John A. Quirein,Harry D. Smith, Jr.,Syed Hamid,Jeffery L. Grable
地址：Plano TX US,Georgetown TX US,Montgomery TX US,Dallas TX US,Houston TXUS
国籍：US,US,US,US,US
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